Anything can affect your insurance, it just depends on your insurer. Even taking the rear seats out can increase it.
Ive been comparing today, one company refused to insure when they heard 'no rear seats' but were happy up until then with the rollcage and engine mods
Yeah its silly really, but as previously said by declaring no rear seats they assume this means your car is going to be driven faster and more like a "race car"